Inside-Out Reasoning Scaffold: The 7-Stage LLM Contradiction Engine

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The Rule: "Don't resolve the contradiction. Use it. If you don't understand the machinery producing the conclusion, swinging at the conclusion over and over is mostly cardio."

Inside-Out 7-Stage Master Prompt